Title
Statics of continuum planar grasping Udit Halder 36 0 0 03 Apr 2025
Noiser: Bounded Input Perturbations for Attributing Large Language Models Mohammad Reza Ghasemi Madani Aryo Pradipta Gema Gabriele Sarti Yu Zhao Pasquale Minervini Andrea Passerini AAML 40 0 0 03 Apr 2025
F5R-TTS: Improving Flow-Matching based Text-to-Speech with Group Relative Policy Optimization Xiaohui Sun Ruitong Xiao Jianye Mo Bowen Wu Qun Yu Baoxun Wang 53 1 0 03 Apr 2025
MegaMath: Pushing the Limits of Open Math Corpora Fan Zhou Zengzhi Wang Nikhil Ranjan Zhoujun Cheng Liping Tang Guowei He Zhengzhong Liu Eric P. Xing LRM 56 1 0 03 Apr 2025
Beyond Accuracy: The Role of Calibration in Self-Improving Large Language Models Liangjie Huang Dawei Li Huan Liu Lu Cheng LRM 44 0 0 03 Apr 2025
Multi-SWE-bench: A Multilingual Benchmark for Issue Resolving Daoguang Zan Zhirong Huang Wei Liu Hanwu Chen L. Zhang ... Jing Su Tianyu Liu Rui Long Kai Shen Liang Xiang 56 2 0 03 Apr 2025
Multimodal Fusion and Vision-Language Models: A Survey for Robot Vision Xiaofeng Han Shunpeng Chen Zenghuang Fu Zhe Feng Lue Fan ... Li Guo Weiliang Meng Xiaopeng Zhang Rongtao Xu Shibiao Xu 74 1 0 03 Apr 2025
Affordable AI Assistants with Knowledge Graph of Thoughts Maciej Besta Lorenzo Paleari Jia Hao Andrea Jiang Robert Gerstenberger You Wu ... Jón Gunnar Hannesson Grzegorz Kwa'sniewski Marcin Copik H. Niewiadomski Torsten Hoefler LLMAG RALM 254 0 0 03 Apr 2025
AnesBench: Multi-Dimensional Evaluation of LLM Reasoning in Anesthesiology Xiang Feng Wentao Jiang Zengmao Wang Yong Luo Pingbo Xu Baosheng Yu Hua Jin Bo Du Jing Zhang ELM LRM 48 0 0 03 Apr 2025
Understanding Aha Moments: from External Observations to Internal Mechanisms Shu Yang Junchao Wu Xin Chen Yunze Xiao Xinyi Yang Derek F. Wong Di Wang LRM 38 2 0 03 Apr 2025
Inference-Time Scaling for Generalist Reward Modeling Zijun Liu P. Wang Ran Xu Shirong Ma Chong Ruan Ziwei Sun Yang Liu Y. Wu OffRL LRM 56 21 0 03 Apr 2025
How Deep Do Large Language Models Internalize Scientific Literature and Citation Practices? Andres Algaba Vincent Holst Floriano Tori Melika Mobini Brecht Verbeken Sylvia Wenmackers Vincent Ginis 54 1 0 03 Apr 2025
Do Theory of Mind Benchmarks Need Explicit Human-like Reasoning in Language Models? Yi-Long Lu Chunhui Zhang Jiajun Song Lifeng Fan Wei Wang OffRL 53 0 0 02 Apr 2025
Watermarking for AI Content Detection: A Review on Text, Visual, and Audio Modalities Lele Cao 46 0 0 02 Apr 2025
Chain of Correction for Full-text Speech Recognition with Large Language Models Zhiyuan Tang Dong Wang Zhikai Zhou Y. Liu Shen Huang Shri Kiran Srinivasan KELM 61 0 0 02 Apr 2025
RoboAct-CLIP: Video-Driven Pre-training of Atomic Action Understanding for Robotics Zhiyuan Zhang Yuxin He Yong Sun Junyu Shi Lijiang Liu Qiang Nie VLM 54 0 0 02 Apr 2025
Emerging Cyber Attack Risks of Medical AI Agents Jianing Qiu Lin Li Jiankai Sun Hao Wei Zhe Xu K. Lam Wu Yuan AAML 35 2 0 02 Apr 2025
ThinkPrune: Pruning Long Chain-of-Thought of LLMs via Reinforcement Learning Bairu Hou Yang Zhang Jiabao Ji Yujian Liu Kaizhi Qian Jacob Andreas Shiyu Chang OffRL LRM 67 9 0 02 Apr 2025
Reasoning LLMs for User-Aware Multimodal Conversational Agents Hamed Rahimi Jeanne Cattoni Meriem Beghili Mouad Abrini Mahdi Khoramshahi Maribel Pino Mohamed Chetouani LRM 36 1 0 02 Apr 2025
Testing Low-Resource Language Support in LLMs Using Language Proficiency Exams: the Case of Luxembourgish Cedric Lothritz Jordi Cabot 43 0 0 02 Apr 2025
When Reasoning Meets Compression: Benchmarking Compressed Large Reasoning Models on Complex Reasoning Tasks Nan Zhang Yusen Zhang Prasenjit Mitra Rui Zhang MQ LRM 72 2 0 02 Apr 2025
Scaling Test-time Compute for Low-resource Languages: Multilingual Reasoning in LLMs Khanh-Tung Tran Barry O'Sullivan Hoang D. Nguyen LRM 42 2 0 02 Apr 2025
Scaling Test-Time Inference with Policy-Optimized, Dynamic Retrieval-Augmented Generation via KV Caching and Decoding Sakhinana Sagar Srinivas Akash Das Shivam Gupta Venkataramana Runkana OffRL 58 1 0 02 Apr 2025
GraphMaster: Automated Graph Synthesis via LLM Agents in Data-Limited Environments Enjun Du Xunkai Li Tian Jin Zhihan Zhang Rong-Hua Li Guoren Wang 48 0 0 01 Apr 2025
Z1: Efficient Test-time Scaling with Code Zhaojian Yu Yinghao Wu Yilun Zhao Arman Cohan Xiao-Ping Zhang LRM 37 6 0 01 Apr 2025
Do We Truly Need So Many Samples? Multi-LLM Repeated Sampling Efficiently Scales Test-Time Compute Jianhao Chen Zishuo Xun Bocheng Zhou Han Qi Qiaosheng Zhang ... Wei Hu Yuzhong Qu W. Ouyang Wanli Ouyang Shuyue Hu 74 1 0 01 Apr 2025
Neural Approaches to SAT Solving: Design Choices and Interpretability David Mojžíšek Jan Hůla Ziwei Li Ziyu Zhou Mikoláš Janota AAML NAI 41 0 0 01 Apr 2025
Can LLMs Grasp Implicit Cultural Values? Benchmarking LLMs' Metacognitive Cultural Intelligence with CQ-Bench Ziyi Liu Priyanka Dey Zhenyu Zhao Jen-tse Huang Rahul Gupta Yong-Jin Liu Jieyu Zhao 41 0 0 01 Apr 2025
Short-PHD: Detecting Short LLM-generated Text with Topological Data Analysis After Off-topic Content Insertion Dongjun Wei Minjia Mao Xiao Fang Michael Chau DeLMO 53 0 0 01 Apr 2025
GenPRM: Scaling Test-Time Compute of Process Reward Models via Generative Reasoning Jian Zhao Runze Liu Kaiyan Zhang Zhimu Zhou Junqi Gao ... Jiafei Lyu Zhouyi Qian Biqing Qi Xiu Li Bowen Zhou OffRL LRM 47 6 0 01 Apr 2025
VNJPTranslate: A comprehensive pipeline for Vietnamese-Japanese translation Hoang Hai Phan Nguyen Duc Minh Vu Nam Dang Phuong 48 0 0 01 Apr 2025
Improved Visual-Spatial Reasoning via R1-Zero-Like Training Zhenyi Liao Qingsong Xie Yanhao Zhang Zijian Kong Haonan Lu Zhenyu Yang Zhijie Deng ReLM VLM LRM 112 1 1 01 Apr 2025
When To Solve, When To Verify: Compute-Optimal Problem Solving and Generative Verification for LLM Reasoning Nishad Singhi Hritik Bansal Arian Hosseini Aditya Grover Kai-Wei Chang Marcus Rohrbach Anna Rohrbach OffRL LRM 50 2 0 01 Apr 2025
Recitation over Reasoning: How Cutting-Edge Language Models Can Fail on Elementary School-Level Reasoning Problems? Kai Yan Yufei Xu Zhengyin Du Xuesong Yao Ziyi Wang Xiaowen Guo Jiecao Chen ReLM ELM LRM 95 4 0 01 Apr 2025
Hawkeye:Efficient Reasoning with Model Collaboration Jianshu She Z. Li Zhemin Huang Qi Li Peiran Xu Haonan Li Qirong Ho LRM 60 3 0 01 Apr 2025
MedReason: Eliciting Factual Medical Reasoning Steps in LLMs via Knowledge Graphs Juncheng Wu Wenlong Deng Xiaochen Li Sheng Liu Taomian Mi ... Yihan Cao Hui Ren Xuzhao Li Xiaoxiao Li Yuyin Zhou AI4MH LRM 66 4 0 01 Apr 2025
JudgeLRM: Large Reasoning Models as a Judge Nuo Chen Zhiyuan Hu Qingyun Zou Jiaying Wu Qian Wang Bryan Hooi Bingsheng He ReLM ELM LRM 75 9 0 31 Mar 2025
Boosting MLLM Reasoning with Text-Debiased Hint-GRPO Qihan Huang Long Chan Jinlong Liu Wanggui He Hao Jiang Mingli Song Jingyuan Chen Chang Yao Jie Song LRM 37 0 0 31 Mar 2025
Can Test-Time Scaling Improve World Foundation Model? Wenyan Cong Hanqing Zhu Peihao Wang Bangya Liu Dejia Xu Kevin Wang David Z. Pan Yan Wang Zhiwen Fan Ziyi Wang 41 0 0 31 Mar 2025
Rec-R1: Bridging Generative Large Language Models and User-Centric Recommendation Systems via Reinforcement Learning J. Lin Tian Wang Kun Qian LRM 52 4 0 31 Mar 2025
CrowdVLM-R1: Expanding R1 Ability to Vision Language Model for Crowd Counting using Fuzzy Group Relative Policy Reward Zhiqiang Wang Pengbin Feng Yanbin Lin Shuzhang Cai Zongao Bian Jinghua Yan Xingquan Zhu 36 1 0 31 Mar 2025
Adaptive Layer-skipping in Pre-trained LLMs Xuan Luo Weizhi Wang Xifeng Yan 245 0 0 31 Mar 2025
Inference-Time Scaling for Complex Tasks: Where We Stand and What Lies Ahead Vidhisha Balachandran Jingya Chen Lingjiao Chen Shivam Garg Neel Joshi ... John Langford Besmira Nushi Vibhav Vineet Yue Wu Safoora Yousefi ReLM LRM 64 4 0 31 Mar 2025
Large Language Models in Numberland: A Quick Test of Their Numerical Reasoning Abilities Roussel Rahman ReLM ELM LRM 48 0 0 31 Mar 2025
LLM4FS: Leveraging Large Language Models for Feature Selection and How to Improve It Jianhao Li Xianchao Xiu 49 0 0 31 Mar 2025
Model Hemorrhage and the Robustness Limits of Large Language Models Ziyang Ma Zhiyu Li Lefei Zhang Gui-Song Xia Bo Du Liangpei Zhang Dacheng Tao 62 0 0 31 Mar 2025
Exploring the Effect of Reinforcement Learning on Video Understanding: Insights from SEED-Bench-R1 Yi Chen Yuying Ge Rui Wang Yixiao Ge Lu Qiu Ying Shan Xihui Liu ReLM VLM OffRL LRM 69 2 0 31 Mar 2025
HumanAesExpert: Advancing a Multi-Modality Foundation Model for Human Image Aesthetic Assessment Zhichao Liao Xiaokun Liu Wenyu Qin Qingyu Li Qiulin Wang Pengfei Wan Di Zhang Long Zeng Pingfa Feng 62 0 0 31 Mar 2025
SQuat: Subspace-orthogonal KV Cache Quantization Hao Wang Ligong Han Kai Xu Akash Srivastava MQ 56 0 0 31 Mar 2025
RARE: Retrieval-Augmented Reasoning Modeling Zhengren Wang Jiayang Yu Dongsheng Ma Zhengzhang Chen Yu Wang ... Zhiyu Li Yanfeng Wang Weinan E Linpeng Tang Feiyu Xiong RALM LRM 47 3 0 30 Mar 2025